Introduction to learning analytics

Introduction to learning analytics

@VTU COE

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What you will learn

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Learning analytics is a method to collect, measure, analysis and reporting of data about learners and their interactions with a learning environment. Learning analytics is applying analytics on educational data to infer the student learning process and to provide support. This is an introduction and a first course in the series of learning analytics courses that will be offered in coming semesters.

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Lecture 1 : Introduction to Learning Analytics
Preview 08:37
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Lecture 2 : LA, EDM and Academic Analytics
Preview 06:37
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Lecture 3 : Types of Learning Analytics - I
Preview 08:10
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Lecture 4 : Types of Learning Analytics -II
Preview 06:06

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Lecture 5 : Data Collection
Preview 04:46
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Lecture 6 : Data collection in MOOC
Preview 08:08
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Lecture 7 : Data Collection in TELE
Preview 09:07
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Lecture 8 : Multichannel Data
Preview 06:51
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Lecture 9 : Ethics and Data Privacy in LA
Preview 08:51

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Lecture 10 : Descriptive Analytics
Preview 10:47
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Lecture 11 : Data Visualization
Preview 07:51
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Lecture 12 : YouTube Analytics Dashboard
Preview 07:46
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Lecture 13 : MOOCs Analytics Dashboard
Preview 08:36
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Lecture 14 : Predictive Analytics
Preview 09:29

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Lecture 15 : Linear Regression
Preview 16:04
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Lecture 16 : Weka demo and how to read the results
Preview 16:15
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Lecture 17 : MOOC data for Course Project
Preview 07:37
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Lecture 18 : Summary of the Course
Preview 05:52
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Meet Your Instructor

Instructor
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29861 Students
906 Courses
About Instructor

VTU is one of the largest Technological Universities in India with 24 years of Tradition of excellence in Engineering & Technical Education, Research and Innovations. It came into existence in the year 1998 to cater the needs of Indian industries for trained technical manpower with practical experience and sound theoretical knowledge.

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Free

  • Course Duration
    2 h 37 m 30 s
  • Course Level
    Intermediate
  • Student Enrolled
    0
  • Language
    English
This Course Includes
  • 2 h 37 m 30 s Video Lectures
  • 0 Quizzes
  • 0 Assignments
  • 0 Downloadable Resources
  • Full Lifetime Access
  • Certificate of Completion